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A Nutrient-Wide Association Study on Blood PressureClinical Perspective by Ioanna Tzoulaki, Chirag J. Patel, Tomonori Okamura, Queenie Chan, Ian J. Brown, Katsuyuki Miura, Hirotsugu Ueshima, Liancheng Zhao, Linda Van Horn, Martha L. Daviglus, Jeremiah Stamler, Atul J. Butte, John P.A. Ioannidis, and Paul Elliott Circulation Volume 126(21):2456-2464 November 20, 2012 Copyright © American Heart Association, Inc. All rights reserved. Procedure to systematically associate nutrients with blood pressure. Ioanna Tzoulaki et al. Circulation. 2012;126:2456-2464 Copyright © American Heart Association, Inc. All rights reserved. Volcano plot graphic showing the nutrient-wide associations with systolic blood pressure levels in INTERMAP training set for nutrients received from foods and urine excretion markers (A) and for nutrients received from foods and supplements (B). y axis indicates −log10(P value) of the adjusted linear regression coefficient for each of the nutrients. Ioanna Tzoulaki et al. Circulation. 2012;126:2456-2464 Copyright © American Heart Association, Inc. All rights reserved. Volcano plot graphic showing the nutrient-wide associations with diastolic blood pressure levels in INTERMAP training set for nutrient received from foods and urine excretion markers (A) and for nutrients received for foods and supplements (B). y axis indicates −log10(P value) of the adjusted linear regression coefficient for each of the nutrients. Ioanna Tzoulaki et al. Circulation. 2012;126:2456-2464 Copyright © American Heart Association, Inc. All rights reserved. Pearson coefficient correlation heatmap showing all nutrients and potential confounders examined in (A) INTERMAP total population and (B) NHANES total population. Ioanna Tzoulaki et al. Circulation. 2012;126:2456-2464 Copyright © American Heart Association, Inc. All rights reserved.